CATARACTS: Challenge on automatic tool annotation for cataRACT surgery H Al Hajj, M Lamard, PH Conze, S Roychowdhury, X Hu, G Maršalkaitė, ... Medical image analysis 52, 24-41, 2019 | 122 | 2019 |
Deep learning whole‐gland and zonal prostate segmentation on a public MRI dataset R Cuocolo, A Comelli, A Stefano, V Benfante, N Dahiya, A Stanzione, ... Journal of Magnetic Resonance Imaging 54 (2), 452-459, 2021 | 88 | 2021 |
Deep learning-based methods for prostate segmentation in magnetic resonance imaging A Comelli, N Dahiya, A Stefano, F Vernuccio, M Portoghese, G Cutaia, ... Applied Sciences 11 (2), 782, 2021 | 70 | 2021 |
Deep learning approach for the segmentation of aneurysmal ascending aorta A Comelli, N Dahiya, A Stefano, V Benfante, G Gentile, V Agnese, ... Biomedical engineering letters 11, 15-24, 2021 | 53 | 2021 |
Lung segmentation on high-resolution computerized tomography images using deep learning: a preliminary step for radiomics studies A Comelli, C Coronnello, N Dahiya, V Benfante, S Palmucci, A Basile, ... Journal of Imaging 6 (11), 125, 2020 | 41 | 2020 |
Multitask 3D CBCT-to-CT translation and organs-at-risk segmentation using physics-based data augmentation SN Navdeep Dahiya, Sadegh R Alam, Pengpeng Zhang, Si-Yuan Zhang, Tianfang Li ... Medical Physics, 1--12, 2021 | 36* | 2021 |
Integrated 3D anatomical model for automatic myocardial segmentation in cardiac CT imagery N Dahiya, A Yezzi, M Piccinelli, E Garcia Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2019 | 14 | 2019 |
Domain knowledge driven 3D dose prediction using moment-based loss function G Jhanwar, N Dahiya, P Ghahremani, M Zarepisheh, S Nadeem Physics in Medicine & Biology 67 (18), 185017, 2022 | 13 | 2022 |
CIRDataset: a large-scale dataset for clinically-interpretable lung nodule Radiomics and malignancy prediction W Choi, N Dahiya, S Nadeem International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 10 | 2022 |
Integrated 3d anatomical model for automatic myocardial segmentation in cardiac ct imagery N Dahiya, A Yezzi, M Piccinelli, E Garcia VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on …, 2018 | 4 | 2018 |
Validation of automated biventricular myocardial segmentation from coronary computed tomographic angiography for multimodality image fusion M Piccinelli, N Dahiya, RD Folks, A Yezzi, EV Garcia MedRxiv, 2021.03. 08.21252480, 2021 | 3 | 2021 |
Deep Learning 3D Dose Prediction for Conventional Lung IMRT Using Consistent/Unbiased Automated Plans N Dahiya, G Jhanwar, A Yezzi, M Zarepisheh, S Nadeem arXiv preprint arXiv:2106.03705, 2021 | 2 | 2021 |
Clinically viable myocardial CCTA segmentation for measuring vessel-specific myocardial blood flow from dynamic PET/CCTA hybrid fusion M Piccinelli, N Dahiya, JA Nye, R Folks, CD Cooke, D Manatunga, ... European Journal of Hybrid Imaging 6 (1), 4, 2022 | 1 | 2022 |
Dependently Coupled Principal Component Analysis for Bivariate Inversion Problems N Dahiya, Y Fan, S Bignardi, R Sandhu, A Yezzi IAPR 25th International Conference on Pattern Recognition, 2021 | 1 | 2021 |
Directionally Paired Principal Component Analysis for Bivariate Estimation Problems Y Fan, N Dahiya, S Bignardi, R Sandhu, A Yezzi IAPR 25th International Conference on Pattern Recognition, 2021 | 1 | 2021 |
Shape adaptive accelerated parameter optimization A Yezzi, N Dahiya 2018 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI), 1-4, 2018 | 1 | 2018 |
Automatic classification of different genetic varieties of corn kernels based on phenotypic information N Dahiya University of Wisconsin--Madison, 2010 | 1 | 2010 |
Reproducible Analysis of Clinically Interpretable Radiomics for Outcomes Prediction W Choi, N Dahiya, S Nadeem Medical Imaging with Deep Learning, 2024 | | 2024 |
Combining Convolutional Neural Networks and Anatomical Shape-Based Priors for Cardiac Segmentation S Bignardi, A Yezzi, N Dahiya, A Comelli, A Stefano, M Piccinelli, E Garcia International Conference on Image Analysis and Processing, 419-430, 2022 | | 2022 |
Shape Prior Based Myocardial Segmentation with Anatomically Motivated Pose Model N Dahiya, M Piccinelli, E Garcia, A Yezzi International Conference on Image Analysis and Processing, 338-350, 2022 | | 2022 |